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The Latest Deployment Topics

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Revolutionizing Scaled Agile Frameworks with AI, MuleSoft, and AWS: An Insider’s Perspective
AI + MuleSoft + AWS enhance SAFe with automated insights, better integration, and smarter DevOps—guided by human judgment.
April 22, 2026
by Abhijit Roy
· 2,580 Views
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The Rollback Problem: Implementing Transactional Boundaries in Agentic Loops
Learn how to leverage the Saga pattern, sandboxes, and idempotent tooling to define transactional boundaries and prevent failure loops in AI agents.
April 22, 2026
by Sidhesh Badrinarayan
· 2,042 Views
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The Invisible OOMKill: Why Your Java Pod Keeps Restarting in Kubernetes
A Kubernetes pod may restart due to an OOMKill when the Java process exceeds the container’s memory limit. JVM memory tuning and correct resource limits prevent crashes.
April 22, 2026
by Ramya vani Rayala
· 5,422 Views · 5 Likes
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AWS Bedrock: The Future of Enterprise AI
Amazon Bedrock simplifies enterprise AI with multi-model access, built-in security, RAG, and scalable, no-infrastructure deployment.
April 21, 2026
by Subrahmanyam Katta
· 4,776 Views · 2 Likes
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Demystifying Intelligent Integration: AI and ML in Hybrid Clouds
AI and ML are transforming hybrid clouds with edge intelligence, federated learning, and explainable, scalable integration.
April 21, 2026
by Abhijit Roy
· 3,315 Views
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Velocity Is Not Enough: Rethinking Risk in Agile Software Development
Feature burndown doesn’t guarantee stability. Agile teams must actively manage risk every sprint to avoid accelerating hidden liability.
April 17, 2026
by Shreya Sridhar
· 2,511 Views · 2 Likes
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Code Security Remediation: What 50,000 Repositories Reveal About PR Scanning
An analysis of 50,000+ repositories shows PR-detected vulnerabilities get fixed 9x faster. Here's what the data says about when and where you catch security issues.
April 15, 2026
by Braden Riggs
· 3,206 Views · 2 Likes
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When Kubernetes Breaks Session Consistency: Using Cosmos DB and Redis Together
Cosmos DB stores durable state; Redis acts as a coordination layer, enabling predictable, stateless scaling without sticky sessions, strong consistency, or high costs.
April 15, 2026
by Vikas Mittal
· 2,531 Views
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How to Reliably Implement Post-Commit Actions in Spring
In this article, you will learn how to reliably implement post-commit actions in Spring Boot using a dedicated annotation, ensuring consistent behavior.
April 15, 2026
by Mario Casari
· 2,627 Views
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Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration
Explore how NotebookLM and Gemini 1.5 Pro revolutionize research through source grounding, long context windows, and content pipelines.
April 15, 2026
by Jubin Abhishek Soni DZone Core CORE
· 2,651 Views
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Runtime FinOps: Making Cloud Cost Observable
Treat cloud cost as a real-time system metric tied to deployments. With tagging, CI/CD estimates, and alerts to service owners, teams can catch spend spikes early.
April 15, 2026
by David Iyanu Jonathan
· 2,752 Views
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NeMo Agent Toolkit With Docker Model Runner
Agent observability is often missing in the rush to build AI agents. NeMo adds observability to AI agents, helping trace, evaluate, and debug multi-agent workflows.
April 15, 2026
by Siri Varma Vegiraju DZone Core CORE
· 2,614 Views
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Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents
Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.
April 14, 2026
by Ayush Raj Jha
· 2,684 Views · 1 Like
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Designing AI-Assisted Integration Pipelines for Enterprise SaaS
AI automates Workday data mapping, reducing manual effort and boosting integration speed, accuracy, reliability, scalability, efficiency and maintainability.
April 13, 2026
by Suresh Kurapati
· 2,530 Views
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SelfService HR Dashboards with Workday Extend and APIs
Workday Extend enables developers to turn HCM data into secure, self-service dashboards by consuming RaaS and REST APIs directly inside Workday.
April 13, 2026
by Suresh Kurapati
· 2,789 Views
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Building End-to-End Payroll Integrations in Workday Using PECI and PICOF
PECI is the modern Workday payroll integration standard that reliably captures all effective changes end-to-end, while PICOF is a legacy fallback.
April 10, 2026
by Suresh Kurapati
· 3,120 Views
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Unlocking the Potential: Integrating AI-Driven Insights with MuleSoft and AWS for Scalable Enterprise Solutions
AI-powered MuleSoft and AWS integrations improve scalability, data quality, and customer experience while dismantling silos.
April 8, 2026
by Abhijit Roy
· 2,772 Views
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MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes
A hands-on walkthrough on building an AI agent with real tools using AWS Bedrock AgentCore Runtime. FastMCP and the Strands agent.
April 8, 2026
by Jubin Abhishek Soni DZone Core CORE
· 3,641 Views
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Content Security Policy Drift in Salesforce Lightning: Engineering Stable Embedded Integration Boundaries
CSP in Salesforce Lightning is re-evaluated on every page load, not a one-time setup. Vendor CDN shifts can silently break embedded integrations without a code change.
April 8, 2026
by Sarat Mahavratayajula
· 4,814 Views
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Mastering Multi-Cloud Integration: SAFe 5.0, MuleSoft, and AWS - A Personal Journey
Using SAFe 5.0, MuleSoft and AWS can form modular, AI-enabled multi-cloud systems that reduce latency and align technology with business outcomes.
April 8, 2026
by Abhijit Roy
· 2,386 Views
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